"Not X but Y" pattern overuse

Test: Bad Writing Habits

Avg. Score
86.5%
Scenarios
18

Overall Performance

Rank ▲ Model Score Avg. Cost Avg. Time Stability
1Claude 3 Haiku100.0%$0.002514.9s100%
2Qwen 2.5 72B99.6%$0.001036.7s95%
3GPT-4o Mini (temp=0)99.6%$0.001234.8s93%
4o4 Mini High100.0%$0.02547.2s100%
5Mistral NeMO98.0%$0.000510.1s77%
6Llama 3.1 70B98.1%$0.001529.4s81%
7GPT-4o, Aug. 6th (temp=0)98.6%$0.02322.7s84%
8Hermes 3 405B98.6%$0.003253.2s82%
9Gemini 3 Flash (Preview)96.5%$0.007819.6s75%
10GPT-4o Mini (temp=1)97.0%$0.001234.8s71%
11Stealth: Aurora Alpha95.7%$0.00009.8s63%
12Llama 3.1 8B98.2%$0.00031.3m77%
13GPT-4o, May 13th (temp=0)97.6%$0.03514.1s74%
14Hermes 3 70B96.8%$0.00101.2m76%
15o4 Mini96.1%$0.01525.7s68%
16Mistral Large95.2%$0.01430.9s63%
17GPT-4o, May 13th (temp=1)96.0%$0.03314.4s64%
18Ministral 8B90.7%$0.000410.4s49%
19Mistral Large 293.5%$0.01329.4s57%
20Grok 4.1 Fast92.9%$0.001837.8s53%
21Ministral 3 14B89.6%$0.000711.7s47%
22Rocinante 12B92.6%$0.001438.4s51%
23Llama 3.1 Nemotron 70B90.7%$0.003831.7s48%
24Gemma 3 12B91.4%$0.000441.3s47%
25Mistral Large 390.1%$0.003330.3s47%
26DeepSeek V3 (2024-12-26)91.9%$0.002154.6s51%
27Z.AI GLM 4.793.7%$0.0101.4m61%
28Cohere Command R+ (Aug. 2024)92.4%$0.02052.5s56%
29Ministral 3 8B88.1%$0.000819.6s41%
30Z.AI GLM 4.589.1%$0.005142.1s43%
31ByteDance Seed 1.697.2%$0.0132.5m70%
32Mistral Small Creative85.1%$0.00079.1s35%
33Ministral 3B84.2%$0.00018.1s35%
34Gemini 3.1 Pro (Preview)99.9%$0.1071.8m98%
35Z.AI GLM 4.7 Flash88.9%$0.00171.2m47%
36DeepSeek-V2 Chat88.4%$0.002153.3s42%
37GPT-4.1 Nano84.7%$0.000713.3s32%
38Qwen 3.5 Plus (2026-02-15)82.1%$0.006031.5s42%
39Ministral 3 3B82.7%$0.000511.1s32%
40Arcee AI: Trinity Large (Preview)85.9%$0.000043.6s37%
41GPT-4o, Aug. 6th (temp=1)87.1%$0.01824.4s37%
42Gemini 3 Pro (Preview)92.1%$0.05554.4s57%
43Mistral Medium 3.185.5%$0.004836.5s36%
44Z.AI GLM 589.0%$0.00841.2m44%
45Claude 3.5 Sonnet89.5%$0.04835.5s50%
46GPT-4.1 Mini82.0%$0.002719.0s30%
47Minimax M2.587.5%$0.00341.3m40%
48GPT-5.192.4%$0.0541.8m62%
49Mistral Small 3.2 24B100.0%$0.00695.7m100%
50Arcee AI: Trinity Mini74.9%$0.00039.2s26%
51Gemma 3 4B78.3%$0.000220.0s25%
52Z.AI GLM 4.682.9%$0.006551.5s32%
53Gemma 3 27B81.9%$0.000652.6s28%
54DeepSeek V3 (2025-03-24)81.5%$0.001439.4s25%
55WizardLM 2 8x22b85.6%$0.00261.8m41%
56Gemini 2.5 Pro83.6%$0.03636.2s37%
57Qwen 3.5 397B A17B92.9%$0.0143.0m58%
58Claude Sonnet 4.584.3%$0.03538.1s34%
59ByteDance Seed 1.6 Flash75.9%$0.001327.3s25%
60Claude Haiku 4.577.7%$0.01121.6s24%
61Grok 4 Fast73.3%$0.001724.1s23%
62Claude 3.5 Haiku76.7%$0.003510.8s16%
63Claude Sonnet 483.6%$0.03243.7s31%
64Gemini 2.5 Flash Lite72.2%$0.00099.5s18%
65DeepSeek V3.182.8%$0.00201.8m35%
66Claude Opus 4.588.2%$0.07053.4s44%
67GPT-4.179.3%$0.01844.7s26%
68Gemini 2.5 Flash70.9%$0.005210.6s19%
69Claude Sonnet 4.680.4%$0.03139.3s26%
70Writer: Palmyra X570.8%$0.01122.0s16%
71Claude 3.7 Sonnet78.2%$0.04246.7s25%
72GPT-5 Mini69.0%$0.010057.4s19%
73Grok 482.3%$0.0481.7m33%
74Claude Opus 4.681.3%$0.0781.2m37%
75DeepSeek V3.271.2%$0.00141.9m21%
76GPT-589.3%$0.0652.8m47%
77GPT-5.276.9%$0.0561.5m26%
78MoonshotAI: Kimi K2.559.6%$0.0193.2m10%
79Claude Opus 486.4%$0.2091.4m37%
80GPT-5 Nano14.2%$0.00421.4m0%
86.48%

Individual Scenarios

Detailed Writing Rules

Model # 1 # 2 # 3 # 4 # 5 Avg ▼
Gemini 3.1 Pro (Preview)100100100100100100.0%
o4 Mini High100100100100100100.0%
o4 Mini100100100100100100.0%
Grok 4.1 Fast100100100100100100.0%
ByteDance Seed 1.6100100100100100100.0%
Stealth: Aurora Alpha100100100100100100.0%
DeepSeek V3 (2024-12-26)100100100100100100.0%
GPT-4o, May 13th (temp=0)100100100100100100.0%
GPT-4o, Aug. 6th (temp=0)100100100100100100.0%
GPT-4o Mini (temp=1)100100100100100100.0%
GPT-4o Mini (temp=0)100100100100100100.0%
Llama 3.1 70B100100100100100100.0%
Mistral Small 3.2 24B100100100100100100.0%
Hermes 3 70B100100100100100100.0%
Claude 3 Haiku100100100100100100.0%
Llama 3.1 8B100100100100100100.0%
Mistral NeMO100100100100100100.0%
GPT-4o, May 13th (temp=1)1001001001009699.3%
Hermes 3 405B1001001001009098.1%
Z.AI GLM 4.51001001001008597.1%
Gemini 3 Flash (Preview)1001001001008196.2%
DeepSeek V3.21001001001007895.6%
Qwen 2.5 72B1001001001007895.5%
GPT-4o, Aug. 6th (temp=1)1001001001007795.3%
Cohere Command R+ (Aug. 2024)1001001001006292.4%
Mistral Large100100100916891.9%
Mistral Large 21001001001005891.6%
Mistral Large 3100100100905088.1%
Rocinante 12B1001001001003887.7%
Grok 4 Fast1001001001003787.5%
Gemma 3 12B1001001001003186.2%
Minimax M2.51001001001003086.0%
Grok 41001001001002484.9%
GPT-5.1100100100784183.9%
Gemma 3 27B1001001001001783.3%
GPT-4.1 Nano1001001001001683.2%
Z.AI GLM 4.7 Flash10010098744383.1%
Gemini 3 Pro (Preview)10010097733380.6%
Z.AI GLM 4.7100100100100080.0%
DeepSeek-V2 Chat100100100100080.0%
Ministral 3B100100100100080.0%
GPT-510010010083076.5%
DeepSeek V3.110010010069073.8%
Claude Opus 4.61001008779073.2%
Claude Sonnet 4.510010010055672.1%
Claude 3.5 Sonnet10010062484771.4%
Qwen 3.5 397B A17B10010010047069.4%
Claude Opus 410010010042068.5%
Llama 3.1 Nemotron 70B10010010037067.3%
Claude Sonnet 4.610010010034066.9%
Ministral 3 3B1001006452063.2%
GPT-4.1 Mini10010010011062.3%
Qwen 3.5 Plus (2026-02-15)1001009113060.9%
GPT-4.11001001000060.0%
DeepSeek V3 (2025-03-24)1001001000060.0%
Writer: Palmyra X51001001000060.0%
Ministral 3 14B1001001000060.0%
Gemini 2.5 Flash Lite1001006040059.9%
Z.AI GLM 4.610097950058.2%
Claude 3.7 Sonnet100100800056.0%
Claude Opus 4.5100100660053.3%
Z.AI GLM 5100100630052.6%
Arcee AI: Trinity Mini100100630052.6%
Arcee AI: Trinity Large (Preview)100100483050.3%
Claude Sonnet 4100100328048.0%
Ministral 8B10097250044.5%
WizardLM 2 8x22b100100190043.9%
Ministral 3 8B10010000040.0%
Mistral Small Creative1009200038.4%
GPT-5.210069140036.6%
Gemini 2.5 Flash10035280032.5%
Claude Haiku 4.51006200032.5%
Mistral Medium 3.11004600029.2%
ByteDance Seed 1.6 Flash5855130025.3%
GPT-5 Mini922500023.5%
Gemini 2.5 Pro742700020.2%
Claude 3.5 Haiku100000020.0%
Gemma 3 4B100000020.0%
MoonshotAI: Kimi K2.598000019.7%
GPT-5 Nano000000.0%
Model # 1 # 2 # 3 # 4 # 5 Avg ▼
Gemini 3.1 Pro (Preview)100100100100100100.0%
Qwen 3.5 397B A17B100100100100100100.0%
o4 Mini High100100100100100100.0%
GPT-5100100100100100100.0%
o4 Mini100100100100100100.0%
Gemini 2.5 Pro100100100100100100.0%
Gemini 3 Pro (Preview)100100100100100100.0%
Claude Sonnet 4100100100100100100.0%
Grok 4.1 Fast100100100100100100.0%
Stealth: Aurora Alpha100100100100100100.0%
Claude 3.5 Sonnet100100100100100100.0%
Mistral Large 3100100100100100100.0%
GPT-4o, May 13th (temp=0)100100100100100100.0%
GPT-4o, Aug. 6th (temp=0)100100100100100100.0%
GPT-4o, May 13th (temp=1)100100100100100100.0%
Hermes 3 405B100100100100100100.0%
GPT-4o Mini (temp=1)100100100100100100.0%
GPT-4o Mini (temp=0)100100100100100100.0%
Mistral Small Creative100100100100100100.0%
Qwen 2.5 72B100100100100100100.0%
Mistral Small 3.2 24B100100100100100100.0%
Claude 3 Haiku100100100100100100.0%
Llama 3.1 8B100100100100100100.0%
Mistral NeMO100100100100100100.0%
Rocinante 12B100100100100100100.0%
Cohere Command R+ (Aug. 2024)1001001001009999.7%
Mistral Medium 3.11001001001009498.7%
Claude Opus 4.61001001001008897.6%
Mistral Large 21001001001008797.4%
Mistral Large1001001001008496.8%
Llama 3.1 70B1001001001007494.9%
Gemini 3 Flash (Preview)1001001001006993.8%
Z.AI GLM 4.71001001001005290.4%
Grok 4 Fast1001001001004589.0%
Minimax M2.51001001001002785.4%
ByteDance Seed 1.61001001001001382.7%
Claude Opus 4.5100100100100080.0%
Claude Sonnet 4.5100100100100080.0%
Claude 3.7 Sonnet100100100100080.0%
Claude 3.5 Haiku100100100100080.0%
Writer: Palmyra X5100100100100080.0%
Llama 3.1 Nemotron 70B100100100100080.0%
Ministral 3 8B100100100100080.0%
Ministral 8B100100100100080.0%
Ministral 3B100100100100080.0%
GPT-4o, Aug. 6th (temp=1)10010010097079.4%
Hermes 3 70B100100100603077.8%
Ministral 3 14B10010010048069.6%
Gemma 3 12B10010010042068.4%
GPT-4.1 Nano100100100231567.6%
WizardLM 2 8x22b1009952463666.7%
Z.AI GLM 510010010034066.7%
GPT-5.110010010011062.2%
Qwen 3.5 Plus (2026-02-15)100948032061.2%
Claude Sonnet 4.61001001003260.8%
Z.AI GLM 4.51001001002060.5%
GPT-4.11001001000060.0%
DeepSeek V3 (2025-03-24)1001001000060.0%
DeepSeek V3 (2024-12-26)1001001000060.0%
Claude Haiku 4.51001001000060.0%
Gemini 2.5 Flash1001001000060.0%
Ministral 3 3B1001001000060.0%
Z.AI GLM 4.7 Flash1001001000059.9%
DeepSeek V3.2100875049057.2%
DeepSeek V3.1100100810056.2%
Z.AI GLM 4.6100100760055.3%
Arcee AI: Trinity Large (Preview)1001004529054.7%
Claude Opus 4100100657054.4%
MoonshotAI: Kimi K2.510087590049.3%
DeepSeek-V2 Chat1001001811045.8%
Grok 410010000040.0%
Gemma 3 4B10010000040.0%
Gemma 3 27B1009900039.8%
GPT-4.1 Mini1008610037.3%
ByteDance Seed 1.6 Flash6556500034.2%
GPT-5 Mini1004970031.1%
Arcee AI: Trinity Mini4738140019.7%
GPT-5.2582700017.0%
Gemini 2.5 Flash Lite100000.2%
GPT-5 Nano000000.0%
Model # 1 # 2 # 3 # 4 # 5 Avg ▼
Gemini 3.1 Pro (Preview)100100100100100100.0%
Qwen 3.5 397B A17B100100100100100100.0%
Claude Opus 4.6100100100100100100.0%
GPT-5.1100100100100100100.0%
o4 Mini High100100100100100100.0%
Claude Opus 4.5100100100100100100.0%
GPT-5100100100100100100.0%
o4 Mini100100100100100100.0%
Z.AI GLM 5100100100100100100.0%
Gemini 2.5 Pro100100100100100100.0%
GPT-5.2100100100100100100.0%
Z.AI GLM 4.7100100100100100100.0%
Gemini 3 Pro (Preview)100100100100100100.0%
Claude Opus 4100100100100100100.0%
Minimax M2.5100100100100100100.0%
Claude Sonnet 4100100100100100100.0%
Grok 4100100100100100100.0%
Claude Sonnet 4.6100100100100100100.0%
Claude Sonnet 4.5100100100100100100.0%
Grok 4.1 Fast100100100100100100.0%
ByteDance Seed 1.6100100100100100100.0%
Z.AI GLM 4.6100100100100100100.0%
GPT-4.1100100100100100100.0%
Gemini 3 Flash (Preview)100100100100100100.0%
Z.AI GLM 4.7 Flash100100100100100100.0%
Stealth: Aurora Alpha100100100100100100.0%
DeepSeek V3 (2025-03-24)100100100100100100.0%
Grok 4 Fast100100100100100100.0%
Claude 3.5 Sonnet100100100100100100.0%
Mistral Large 3100100100100100100.0%
GPT-4o, May 13th (temp=0)100100100100100100.0%
DeepSeek-V2 Chat100100100100100100.0%
Claude Haiku 4.5100100100100100100.0%
Z.AI GLM 4.5100100100100100100.0%
Claude 3.5 Haiku100100100100100100.0%
Mistral Large 2100100100100100100.0%
Hermes 3 405B100100100100100100.0%
GPT-4o Mini (temp=0)100100100100100100.0%
Llama 3.1 70B100100100100100100.0%
Mistral Large100100100100100100.0%
Gemma 3 27B100100100100100100.0%
Mistral Small Creative100100100100100100.0%
Ministral 3 14B100100100100100100.0%
Qwen 2.5 72B100100100100100100.0%
Mistral Small 3.2 24B100100100100100100.0%
Arcee AI: Trinity Large (Preview)100100100100100100.0%
Hermes 3 70B100100100100100100.0%
Claude 3 Haiku100100100100100100.0%
Ministral 3 8B100100100100100100.0%
Arcee AI: Trinity Mini100100100100100100.0%
Ministral 3 3B100100100100100100.0%
Llama 3.1 8B100100100100100100.0%
Mistral NeMO100100100100100100.0%
GPT-4.1 Nano100100100100100100.0%
Gemma 3 4B100100100100100100.0%
Ministral 8B100100100100100100.0%
Ministral 3B100100100100100100.0%
Rocinante 12B100100100100100100.0%
DeepSeek V3 (2024-12-26)100100100100100100.0%
GPT-4o, May 13th (temp=1)10010010010010099.9%
DeepSeek V3.21001001001008296.4%
Qwen 3.5 Plus (2026-02-15)1001001001007895.6%
GPT-4o, Aug. 6th (temp=0)100100100957694.2%
WizardLM 2 8x22b1001001001006492.8%
ByteDance Seed 1.6 Flash1001001001006292.5%
Gemini 2.5 Flash Lite1001001001005991.8%
GPT-5 Mini100100100827691.7%
DeepSeek V3.11001001001005591.0%
MoonshotAI: Kimi K2.51001001001005490.8%
GPT-4o Mini (temp=1)1001001001005290.5%
Writer: Palmyra X51001001001005090.0%
Mistral Medium 3.11001001001004588.9%
GPT-4o, Aug. 6th (temp=1)100100100983887.1%
GPT-4.1 Mini100100100774985.2%
Gemma 3 12B1001001001002484.8%
Cohere Command R+ (Aug. 2024)100100100981482.5%
Gemini 2.5 Flash100100100100080.0%
Llama 3.1 Nemotron 70B100100100100080.0%
Claude 3.7 Sonnet10010010086077.3%
GPT-5 Nano000000.0%
Model # 1 # 2 # 3 # 4 # 5 Avg ▼
Gemini 3.1 Pro (Preview)100100100100100100.0%
Qwen 3.5 397B A17B100100100100100100.0%
o4 Mini High100100100100100100.0%
Claude Opus 4.5100100100100100100.0%
o4 Mini100100100100100100.0%
Z.AI GLM 5100100100100100100.0%
Claude Opus 4100100100100100100.0%
Claude Sonnet 4.6100100100100100100.0%
Z.AI GLM 4.6100100100100100100.0%
Z.AI GLM 4.7 Flash100100100100100100.0%
Stealth: Aurora Alpha100100100100100100.0%
Mistral Large 3100100100100100100.0%
GPT-4o, May 13th (temp=0)100100100100100100.0%
DeepSeek-V2 Chat100100100100100100.0%
Claude Haiku 4.5100100100100100100.0%
GPT-4o, Aug. 6th (temp=0)100100100100100100.0%
GPT-4o, May 13th (temp=1)100100100100100100.0%
ByteDance Seed 1.6 Flash100100100100100100.0%
Writer: Palmyra X5100100100100100100.0%
Mistral Large 2100100100100100100.0%
Hermes 3 405B100100100100100100.0%
GPT-4o Mini (temp=1)100100100100100100.0%
GPT-4o Mini (temp=0)100100100100100100.0%
Gemma 3 12B100100100100100100.0%
Gemma 3 27B100100100100100100.0%
Qwen 2.5 72B100100100100100100.0%
Mistral Small 3.2 24B100100100100100100.0%
Hermes 3 70B100100100100100100.0%
Claude 3 Haiku100100100100100100.0%
Ministral 3 8B100100100100100100.0%
Mistral NeMO100100100100100100.0%
GPT-4.1 Nano100100100100100100.0%
WizardLM 2 8x22b100100100100100100.0%
Rocinante 12B100100100100100100.0%
Gemini 2.5 Pro1001001001009999.7%
Ministral 8B1001001001009298.5%
Mistral Large1001001001008897.7%
Gemini 3 Flash (Preview)1001001001008797.4%
Llama 3.1 Nemotron 70B1001001001008496.9%
GPT-4.1 Mini1001001001008396.7%
Cohere Command R+ (Aug. 2024)100100100929096.4%
Z.AI GLM 4.51001001001008296.3%
Minimax M2.51001001001007194.2%
Claude 3.7 Sonnet1001001001006993.8%
DeepSeek V3.21001001001006893.7%
GPT-4o, Aug. 6th (temp=1)100100100877892.9%
Gemma 3 4B1001001001006392.5%
Z.AI GLM 4.71001001001005991.8%
Ministral 3 14B1001001001005190.2%
Gemini 2.5 Flash Lite1001001001004989.8%
Claude Sonnet 4.51001001001004889.7%
Gemini 3 Pro (Preview)10010089757287.3%
Qwen 3.5 Plus (2026-02-15)100100100815186.2%
Llama 3.1 70B1001001001003086.0%
ByteDance Seed 1.6100100100100881.7%
GPT-5.110010081705581.0%
Grok 4100100100100080.0%
DeepSeek V3 (2025-03-24)100100100100080.0%
Grok 4.1 Fast10010010095079.0%
GPT-510010010088077.6%
DeepSeek V3.1100100100503677.1%
Arcee AI: Trinity Mini100100100463977.1%
Claude Sonnet 410010010081076.3%
Claude 3.5 Sonnet10010010072074.4%
Llama 3.1 8B10010010068073.6%
GPT-5 Mini1001009171072.3%
Ministral 3 3B10010010061072.1%
Claude Opus 4.610010010059071.8%
DeepSeek V3 (2024-12-26)100100100351169.1%
Gemini 2.5 Flash10010010042068.5%
Ministral 3B10010010019063.8%
Mistral Small Creative1001009213061.1%
Mistral Medium 3.11001001000060.0%
GPT-4.1100100370047.3%
GPT-5.210010000040.0%
MoonshotAI: Kimi K2.510058170034.9%
Arcee AI: Trinity Large (Preview)1007200034.5%
Claude 3.5 Haiku100000020.0%
GPT-5 Nano72000014.3%
Grok 4 Fast57000011.5%
Model # 1 # 2 # 3 # 4 # 5 Avg ▼
Gemini 3.1 Pro (Preview)100100100100100100.0%
GPT-5.1100100100100100100.0%
o4 Mini High100100100100100100.0%
MoonshotAI: Kimi K2.5100100100100100100.0%
Claude Opus 4.5100100100100100100.0%
GPT-5100100100100100100.0%
o4 Mini100100100100100100.0%
Z.AI GLM 5100100100100100100.0%
Gemini 3 Pro (Preview)100100100100100100.0%
Claude Opus 4100100100100100100.0%
Minimax M2.5100100100100100100.0%
Claude Sonnet 4.6100100100100100100.0%
Grok 4.1 Fast100100100100100100.0%
ByteDance Seed 1.6100100100100100100.0%
Gemini 3 Flash (Preview)100100100100100100.0%
Z.AI GLM 4.7 Flash100100100100100100.0%
Stealth: Aurora Alpha100100100100100100.0%
DeepSeek V3 (2025-03-24)100100100100100100.0%
DeepSeek V3 (2024-12-26)100100100100100100.0%
Mistral Large 3100100100100100100.0%
DeepSeek-V2 Chat100100100100100100.0%
DeepSeek V3.2100100100100100100.0%
Z.AI GLM 4.5100100100100100100.0%
GPT-4o, Aug. 6th (temp=1)100100100100100100.0%
GPT-4o, Aug. 6th (temp=0)100100100100100100.0%
GPT-4o, May 13th (temp=1)100100100100100100.0%
Claude 3.5 Haiku100100100100100100.0%
GPT-4.1 Mini100100100100100100.0%
Mistral Medium 3.1100100100100100100.0%
Writer: Palmyra X5100100100100100100.0%
Gemini 2.5 Flash100100100100100100.0%
GPT-4o Mini (temp=1)100100100100100100.0%
GPT-4o Mini (temp=0)100100100100100100.0%
Gemma 3 12B100100100100100100.0%
Llama 3.1 70B100100100100100100.0%
Mistral Large100100100100100100.0%
Gemma 3 27B100100100100100100.0%
Mistral Small Creative100100100100100100.0%
Mistral Small 3.2 24B100100100100100100.0%
Arcee AI: Trinity Large (Preview)100100100100100100.0%
Hermes 3 70B100100100100100100.0%
Claude 3 Haiku100100100100100100.0%
Ministral 3 8B100100100100100100.0%
Llama 3.1 8B100100100100100100.0%
Mistral NeMO100100100100100100.0%
GPT-4.1 Nano100100100100100100.0%
Ministral 8B100100100100100100.0%
Rocinante 12B100100100100100100.0%
Claude Opus 4.61001001001009999.7%
GPT-4.11001001001009599.1%
Hermes 3 405B1001001001009298.4%
Llama 3.1 Nemotron 70B1001001001008697.2%
Qwen 2.5 72B1001001001008697.2%
Claude 3.7 Sonnet1001001001008697.1%
Ministral 3 3B1001001001008196.1%
Qwen 3.5 397B A17B1001001001007294.4%
GPT-5 Mini1001001001006593.1%
Gemma 3 4B1001001001006492.8%
Claude Sonnet 4.51001001001006392.5%
Gemini 2.5 Flash Lite100100100976692.5%
Claude 3.5 Sonnet1001001001006292.3%
Claude Sonnet 41001001001006092.1%
WizardLM 2 8x22b1001001001005591.0%
Ministral 3B1001001001005591.0%
Qwen 3.5 Plus (2026-02-15)1001001001005089.9%
Ministral 3 14B100100100965089.0%
Grok 4 Fast1001001001004589.0%
Grok 41001001001004188.1%
Gemini 2.5 Pro1001001001003086.1%
GPT-4o, May 13th (temp=0)1001001001002284.4%
Cohere Command R+ (Aug. 2024)1001001001001883.6%
GPT-5.21001001001001182.1%
Z.AI GLM 4.7100100100100781.5%
Z.AI GLM 4.6100100100100080.0%
ByteDance Seed 1.6 Flash100100100100080.0%
Arcee AI: Trinity Mini100100100100080.0%
DeepSeek V3.110010010073074.6%
Claude Haiku 4.510010010054070.8%
Mistral Large 210010010018564.7%
GPT-5 Nano10080470045.5%
Model # 1 # 2 # 3 # 4 # 5 Avg ▼
Gemini 3.1 Pro (Preview)100100100100100100.0%
Qwen 3.5 397B A17B100100100100100100.0%
o4 Mini High100100100100100100.0%
Claude Opus 4.5100100100100100100.0%
Z.AI GLM 5100100100100100100.0%
Z.AI GLM 4.7100100100100100100.0%
Claude Opus 4100100100100100100.0%
Claude Sonnet 4.6100100100100100100.0%
Claude Sonnet 4.5100100100100100100.0%
Grok 4.1 Fast100100100100100100.0%
ByteDance Seed 1.6100100100100100100.0%
Gemini 3 Flash (Preview)100100100100100100.0%
Stealth: Aurora Alpha100100100100100100.0%
DeepSeek V3 (2025-03-24)100100100100100100.0%
DeepSeek V3 (2024-12-26)100100100100100100.0%
GPT-4o, May 13th (temp=0)100100100100100100.0%
Claude 3.7 Sonnet100100100100100100.0%
Z.AI GLM 4.5100100100100100100.0%
GPT-4o, Aug. 6th (temp=0)100100100100100100.0%
GPT-4o, May 13th (temp=1)100100100100100100.0%
ByteDance Seed 1.6 Flash100100100100100100.0%
Mistral Medium 3.1100100100100100100.0%
Mistral Large 2100100100100100100.0%
Hermes 3 405B100100100100100100.0%
GPT-4o Mini (temp=1)100100100100100100.0%
GPT-4o Mini (temp=0)100100100100100100.0%
Llama 3.1 70B100100100100100100.0%
Gemini 2.5 Flash Lite100100100100100100.0%
Llama 3.1 Nemotron 70B100100100100100100.0%
Mistral Large100100100100100100.0%
Mistral Small Creative100100100100100100.0%
Ministral 3 14B100100100100100100.0%
Qwen 2.5 72B100100100100100100.0%
Mistral Small 3.2 24B100100100100100100.0%
Arcee AI: Trinity Large (Preview)100100100100100100.0%
Hermes 3 70B100100100100100100.0%
Claude 3 Haiku100100100100100100.0%
Ministral 3 8B100100100100100100.0%
Arcee AI: Trinity Mini100100100100100100.0%
Llama 3.1 8B100100100100100100.0%
Mistral NeMO100100100100100100.0%
GPT-4.1 Nano100100100100100100.0%
Ministral 8B100100100100100100.0%
Ministral 3B100100100100100100.0%
Rocinante 12B100100100100100100.0%
Minimax M2.51001001001009899.6%
GPT-51001001001009498.9%
Z.AI GLM 4.7 Flash1001001001008597.0%
GPT-5 Mini1001001001008597.0%
MoonshotAI: Kimi K2.5100100100948996.7%
DeepSeek-V2 Chat1001001001007595.0%
GPT-5.11001001001007494.8%
GPT-4.1 Mini100100100957794.3%
DeepSeek V3.11001001001006793.4%
Claude 3.5 Sonnet1001001001006192.3%
o4 Mini1001001001005891.7%
Claude Opus 4.6100100100886490.3%
Gemma 3 27B1001001001005190.1%
Grok 4 Fast100100100826789.8%
Gemma 3 4B1001001001004588.9%
Mistral Large 31001001001003887.5%
Claude Sonnet 41001001001003586.9%
Grok 41001001001003186.3%
GPT-4.11001001001002985.9%
Z.AI GLM 4.61001001001001783.3%
Gemini 2.5 Pro1001001001001683.3%
GPT-5.2100100100922182.6%
GPT-4o, Aug. 6th (temp=1)1001001001001081.9%
Gemini 3 Pro (Preview)100100100100080.0%
Claude Haiku 4.5100100100100080.0%
Claude 3.5 Haiku100100100100080.0%
Gemma 3 12B100100100100080.0%
Writer: Palmyra X510010010091078.3%
Cohere Command R+ (Aug. 2024)10010010084076.8%
DeepSeek V3.210010010078075.5%
Qwen 3.5 Plus (2026-02-15)10010086484074.6%
Ministral 3 3B100100100471271.7%
WizardLM 2 8x22b10010060312262.7%
Gemini 2.5 Flash100100460049.2%
GPT-5 Nano100663118042.9%

genre

Model # 1 # 2 # 3 # 4 # 5 Avg ▼
Gemini 3.1 Pro (Preview)100100100100100100.0%
o4 Mini High100100100100100100.0%
ByteDance Seed 1.6100100100100100100.0%
Z.AI GLM 4.7 Flash100100100100100100.0%
Stealth: Aurora Alpha100100100100100100.0%
GPT-4o, May 13th (temp=0)100100100100100100.0%
GPT-4o, May 13th (temp=1)100100100100100100.0%
Hermes 3 405B100100100100100100.0%
GPT-4o Mini (temp=1)100100100100100100.0%
GPT-4o Mini (temp=0)100100100100100100.0%
Gemma 3 12B100100100100100100.0%
Llama 3.1 70B100100100100100100.0%
Qwen 2.5 72B100100100100100100.0%
Mistral Small 3.2 24B100100100100100100.0%
Hermes 3 70B100100100100100100.0%
Claude 3 Haiku100100100100100100.0%
Ministral 3 8B100100100100100100.0%
Cohere Command R+ (Aug. 2024)100100100100100100.0%
Mistral NeMO100100100100100100.0%
WizardLM 2 8x22b100100100100100100.0%
Gemini 3 Pro (Preview)1001001001008296.5%
Llama 3.1 Nemotron 70B1001001001008196.1%
Rocinante 12B1001001001007995.9%
Claude 3.5 Sonnet100100100918895.8%
Ministral 3 3B1001001001007895.6%
Llama 3.1 8B1001001001007194.1%
o4 Mini1001001001005390.7%
Gemini 2.5 Pro1001001001004288.4%
Mistral Small Creative10010092915487.4%
GPT-4o, Aug. 6th (temp=0)1001001001002785.3%
Ministral 8B1001001001002585.0%
Z.AI GLM 4.71001001001002184.2%
DeepSeek-V2 Chat100100100803582.8%
Z.AI GLM 51001001001001482.7%
GPT-5.110010097595682.5%
Ministral 3 14B1001001001001182.1%
Arcee AI: Trinity Mini10010094912081.1%
Claude 3.5 Haiku100100100100280.4%
Grok 4.1 Fast100100100100080.0%
DeepSeek V3 (2024-12-26)100100100100080.0%
GPT-5.210010090535178.7%
Mistral Large 310010010086578.2%
Mistral Large 2100100100541674.0%
GPT-51008778771972.4%
Arcee AI: Trinity Large (Preview)100100100402072.1%
Gemini 3 Flash (Preview)10010010060071.9%
Claude Sonnet 4.5100100100342571.8%
Qwen 3.5 Plus (2026-02-15)1001008173070.7%
Mistral Large10010010048069.6%
Mistral Medium 3.11001007948365.9%
Z.AI GLM 4.610010010025065.0%
GPT-4.1 Nano1001009918864.8%
Gemma 3 4B10010010014664.0%
Ministral 3B1001006840061.6%
Grok 4 Fast100938228060.6%
GPT-4o, Aug. 6th (temp=1)1001001000060.0%
DeepSeek V3.11001001000060.0%
Gemini 2.5 Flash100897730059.3%
Qwen 3.5 397B A17B1001005933058.4%
DeepSeek V3.2100100870057.5%
GPT-4.1100100560051.2%
Claude Haiku 4.5100100500049.9%
Z.AI GLM 4.5100100450049.2%
Gemma 3 27B100992420048.5%
Gemini 2.5 Flash Lite100100400047.9%
Claude Sonnet 4.6100594830047.4%
Claude Opus 4.610084367045.5%
Claude Opus 410010080041.6%
Grok 410010000040.0%
DeepSeek V3 (2025-03-24)10010000040.0%
GPT-4.1 Mini100451912035.2%
Minimax M2.51007400034.8%
Claude Opus 4.510053200034.6%
GPT-5 Mini10040150030.9%
ByteDance Seed 1.6 Flash1001100022.1%
Claude 3.7 Sonnet921600021.6%
MoonshotAI: Kimi K2.5100500020.9%
Claude Sonnet 4100000020.0%
GPT-5 Nano000000.0%
Writer: Palmyra X5000000.0%
Model # 1 # 2 # 3 # 4 # 5 Avg ▼
Gemini 3.1 Pro (Preview)100100100100100100.0%
Qwen 3.5 397B A17B100100100100100100.0%
o4 Mini High100100100100100100.0%
Claude Sonnet 4100100100100100100.0%
ByteDance Seed 1.6100100100100100100.0%
GPT-4.1100100100100100100.0%
Gemini 3 Flash (Preview)100100100100100100.0%
Claude 3.5 Sonnet100100100100100100.0%
DeepSeek V3 (2024-12-26)100100100100100100.0%
Mistral Large 3100100100100100100.0%
GPT-4o, May 13th (temp=0)100100100100100100.0%
DeepSeek-V2 Chat100100100100100100.0%
GPT-4o, Aug. 6th (temp=1)100100100100100100.0%
GPT-4o, Aug. 6th (temp=0)100100100100100100.0%
GPT-4o, May 13th (temp=1)100100100100100100.0%
Mistral Large 2100100100100100100.0%
Hermes 3 405B100100100100100100.0%
GPT-4o Mini (temp=0)100100100100100100.0%
Mistral Large100100100100100100.0%
Qwen 2.5 72B100100100100100100.0%
Mistral Small 3.2 24B100100100100100100.0%
Hermes 3 70B100100100100100100.0%
Ministral 3 3B100100100100100100.0%
Llama 3.1 8B100100100100100100.0%
WizardLM 2 8x22b100100100100100100.0%
Claude 3 Haiku1001001001009999.8%
Mistral NeMO1001001001008697.2%
Ministral 3 14B1001001001008396.6%
ByteDance Seed 1.6 Flash1001001001007494.8%
Z.AI GLM 51001001001006793.4%
Arcee AI: Trinity Large (Preview)1001001001006593.0%
Mistral Medium 3.11001001001006392.6%
DeepSeek V3 (2025-03-24)1001001001006192.3%
Llama 3.1 70B1001001001005991.9%
Claude Opus 4.610010095896189.1%
Z.AI GLM 4.7100100100826188.6%
GPT-4o Mini (temp=1)1001001001004288.5%
Ministral 8B100100100736186.8%
Claude Sonnet 4.6100100100100080.0%
Claude 3.5 Haiku100100100100080.0%
Claude Opus 4.5100100100722579.4%
Gemini 2.5 Pro10010067655777.9%
Z.AI GLM 4.7 Flash10010085484575.8%
GPT-5.110010073693475.4%
GPT-510010010076075.1%
Claude 3.7 Sonnet10010091602174.6%
Z.AI GLM 4.510010010073074.6%
o4 Mini100100100601274.4%
Grok 4.1 Fast10010059584873.0%
Grok 410010010057071.4%
Cohere Command R+ (Aug. 2024)10010010052070.3%
Mistral Small Creative10010010049069.9%
Ministral 3B1001008064068.6%
Claude Opus 410010085421568.3%
Z.AI GLM 4.610010058483367.8%
Arcee AI: Trinity Mini938073561663.7%
Gemma 3 27B10010010013062.6%
Gemini 3 Pro (Preview)10010010012062.3%
Gemini 2.5 Flash1001005843861.9%
GPT-4.1 Mini1001001009061.7%
Gemma 3 12B1001001000060.0%
Llama 3.1 Nemotron 70B1001001000060.0%
Ministral 3 8B1001001000060.0%
Rocinante 12B1001001000060.0%
DeepSeek V3.1100706249056.3%
Minimax M2.5100100560051.2%
Qwen 3.5 Plus (2026-02-15)1005954241750.9%
Stealth: Aurora Alpha100100269648.2%
Claude Sonnet 4.5100100350047.0%
Claude Haiku 4.5100100260045.1%
GPT-5.210094150041.8%
Gemma 3 4B10010000040.0%
Grok 4 Fast10069190037.7%
MoonshotAI: Kimi K2.5832200021.1%
GPT-4.1 Nano100500021.1%
Writer: Palmyra X5100000020.0%
Gemini 2.5 Flash Lite100000020.0%
DeepSeek V3.2612000016.1%
GPT-5 Mini000000.0%
GPT-5 Nano000000.0%
Model # 1 # 2 # 3 # 4 # 5 Avg ▼
Gemini 3.1 Pro (Preview)100100100100100100.0%
Qwen 3.5 397B A17B100100100100100100.0%
GPT-5.1100100100100100100.0%
o4 Mini High100100100100100100.0%
Claude Opus 4.5100100100100100100.0%
GPT-5100100100100100100.0%
o4 Mini100100100100100100.0%
Claude Opus 4100100100100100100.0%
Minimax M2.5100100100100100100.0%
Grok 4100100100100100100.0%
Claude Sonnet 4.6100100100100100100.0%
Claude Sonnet 4.5100100100100100100.0%
Grok 4.1 Fast100100100100100100.0%
ByteDance Seed 1.6100100100100100100.0%
GPT-4.1100100100100100100.0%
Stealth: Aurora Alpha100100100100100100.0%
DeepSeek V3 (2024-12-26)100100100100100100.0%
Mistral Large 3100100100100100100.0%
GPT-4o, May 13th (temp=0)100100100100100100.0%
Claude Haiku 4.5100100100100100100.0%
GPT-4o, Aug. 6th (temp=1)100100100100100100.0%
GPT-4o, Aug. 6th (temp=0)100100100100100100.0%
Mistral Medium 3.1100100100100100100.0%
DeepSeek V3.1100100100100100100.0%
Mistral Large 2100100100100100100.0%
Gemini 2.5 Flash100100100100100100.0%
Hermes 3 405B100100100100100100.0%
GPT-4o Mini (temp=1)100100100100100100.0%
Gemma 3 12B100100100100100100.0%
Llama 3.1 70B100100100100100100.0%
Mistral Large100100100100100100.0%
Gemma 3 27B100100100100100100.0%
Ministral 3 14B100100100100100100.0%
Qwen 2.5 72B100100100100100100.0%
Mistral Small 3.2 24B100100100100100100.0%
Claude 3 Haiku100100100100100100.0%
Ministral 3 8B100100100100100100.0%
Arcee AI: Trinity Mini100100100100100100.0%
Llama 3.1 8B100100100100100100.0%
Mistral NeMO100100100100100100.0%
Gemma 3 4B100100100100100100.0%
Ministral 8B100100100100100100.0%
WizardLM 2 8x22b100100100100100100.0%
GPT-4.1 Nano1001001001009999.9%
Claude 3.5 Sonnet1001001001009999.8%
Rocinante 12B1001001001009999.8%
Gemini 3 Pro (Preview)1001001001009298.4%
GPT-5.21001001001008897.7%
DeepSeek V3 (2025-03-24)1001001001008196.3%
Z.AI GLM 4.7 Flash1001001001007795.5%
DeepSeek-V2 Chat1001001001007795.5%
Z.AI GLM 4.71001001001007394.7%
Gemini 3 Flash (Preview)1001001001007394.6%
Ministral 3B1001001001007294.4%
Claude Sonnet 41001001001007194.1%
GPT-4o Mini (temp=0)1001001001006693.2%
DeepSeek V3.2100100100828192.6%
Qwen 3.5 Plus (2026-02-15)1001001001006292.4%
Mistral Small Creative1001001001005691.3%
ByteDance Seed 1.6 Flash1001001001005190.3%
Writer: Palmyra X51001001001004088.0%
GPT-5 Mini100100100984287.8%
Hermes 3 70B1001001001003687.2%
Arcee AI: Trinity Large (Preview)1001001001003687.1%
Z.AI GLM 4.51001001001003586.9%
Grok 4 Fast100100100923585.3%
Cohere Command R+ (Aug. 2024)1001001001002685.3%
Llama 3.1 Nemotron 70B1001001001001282.4%
Gemini 2.5 Pro100100100882482.4%
Gemini 2.5 Flash Lite100100100100480.7%
Claude 3.5 Haiku100100100100280.3%
MoonshotAI: Kimi K2.5100100100100080.0%
Z.AI GLM 4.6100100100100080.0%
GPT-4o, May 13th (temp=1)100100100100080.0%
GPT-4.1 Mini100100100100080.0%
Ministral 3 3B10010010079075.7%
Claude 3.7 Sonnet10010010022064.3%
Claude Opus 4.61001006845563.7%
Z.AI GLM 51001001000060.0%
GPT-5 Nano1000002.0%
Model # 1 # 2 # 3 # 4 # 5 Avg ▼
Gemini 3.1 Pro (Preview)100100100100100100.0%
o4 Mini High100100100100100100.0%
Claude Opus 4.5100100100100100100.0%
GPT-5100100100100100100.0%
Claude Opus 4100100100100100100.0%
ByteDance Seed 1.6100100100100100100.0%
Stealth: Aurora Alpha100100100100100100.0%
GPT-4o, May 13th (temp=0)100100100100100100.0%
GPT-4o, Aug. 6th (temp=1)100100100100100100.0%
GPT-4o, May 13th (temp=1)100100100100100100.0%
GPT-4.1 Mini100100100100100100.0%
Mistral Large 2100100100100100100.0%
GPT-4o Mini (temp=1)100100100100100100.0%
GPT-4o Mini (temp=0)100100100100100100.0%
Llama 3.1 70B100100100100100100.0%
Llama 3.1 Nemotron 70B100100100100100100.0%
Mistral Large100100100100100100.0%
Mistral Small Creative100100100100100100.0%
Ministral 3 14B100100100100100100.0%
Qwen 2.5 72B100100100100100100.0%
Mistral Small 3.2 24B100100100100100100.0%
Arcee AI: Trinity Large (Preview)100100100100100100.0%
Claude 3 Haiku100100100100100100.0%
Llama 3.1 8B100100100100100100.0%
Mistral NeMO100100100100100100.0%
Gemma 3 4B100100100100100100.0%
Rocinante 12B100100100100100100.0%
GPT-4.1 Nano1001001001009899.7%
GPT-5.11001001001009799.5%
Cohere Command R+ (Aug. 2024)1001001001009799.4%
Claude 3.5 Sonnet1001001001008897.6%
GPT-4o, Aug. 6th (temp=0)1001001001008597.1%
Z.AI GLM 4.71001001001008596.9%
Z.AI GLM 4.7 Flash1001001001008396.6%
DeepSeek-V2 Chat1001001001007795.4%
Minimax M2.51001001001007795.4%
Gemini 3 Flash (Preview)1001001001007595.1%
Qwen 3.5 Plus (2026-02-15)1001001001007494.9%
Gemini 2.5 Pro1001001001007394.6%
WizardLM 2 8x22b1001001001007394.6%
Hermes 3 70B1001001001007294.4%
Mistral Large 31001001001006893.5%
Z.AI GLM 51001001001006793.4%
Gemini 2.5 Flash Lite1001001001006392.6%
o4 Mini1001001001006292.3%
Z.AI GLM 4.51001001001005390.6%
Gemini 3 Pro (Preview)100100100866690.4%
Ministral 3 8B100100100983285.9%
Z.AI GLM 4.6100100100666385.7%
Gemma 3 12B1001001001002785.5%
Claude Haiku 4.51001001001002785.4%
Claude Opus 4.6100100100715384.8%
Ministral 3 3B100100100784183.8%
Grok 4.1 Fast1001001001001883.6%
Claude Sonnet 4.51001001001001883.6%
GPT-5 Mini10010094813581.9%
Hermes 3 405B100100100911881.8%
Claude 3.7 Sonnet100100100100581.0%
Claude Sonnet 4100100100100480.7%
GPT-5.210010091585480.6%
Gemma 3 27B100100100100080.0%
Ministral 8B100100100841078.8%
Qwen 3.5 397B A17B100100100692278.2%
GPT-4.110010010065273.4%
DeepSeek V3.1100100100421571.2%
Ministral 3B10010010037067.4%
Gemini 2.5 Flash10010072412066.7%
DeepSeek V3.210010010019063.9%
DeepSeek V3 (2025-03-24)10010010015063.0%
Mistral Medium 3.11001001009061.8%
DeepSeek V3 (2024-12-26)10010067281461.6%
Arcee AI: Trinity Mini1001006441060.9%
Grok 41001008319060.6%
Claude Sonnet 4.61001001000060.0%
ByteDance Seed 1.6 Flash100100350047.0%
Grok 4 Fast10087230041.9%
Claude 3.5 Haiku10010000040.0%
MoonshotAI: Kimi K2.510064290038.6%
Writer: Palmyra X555383736033.0%
GPT-5 Nano1200002.4%
Model # 1 # 2 # 3 # 4 # 5 Avg ▼
Qwen 3.5 397B A17B100100100100100100.0%
GPT-5.1100100100100100100.0%
o4 Mini High100100100100100100.0%
Claude Opus 4.5100100100100100100.0%
Z.AI GLM 5100100100100100100.0%
Z.AI GLM 4.7100100100100100100.0%
Gemini 3 Pro (Preview)100100100100100100.0%
Claude Opus 4100100100100100100.0%
Minimax M2.5100100100100100100.0%
Claude Sonnet 4100100100100100100.0%
Grok 4100100100100100100.0%
Claude Sonnet 4.5100100100100100100.0%
Grok 4.1 Fast100100100100100100.0%
ByteDance Seed 1.6100100100100100100.0%
Stealth: Aurora Alpha100100100100100100.0%
Qwen 3.5 Plus (2026-02-15)100100100100100100.0%
Grok 4 Fast100100100100100100.0%
DeepSeek V3 (2024-12-26)100100100100100100.0%
Mistral Large 3100100100100100100.0%
DeepSeek-V2 Chat100100100100100100.0%
Claude 3.7 Sonnet100100100100100100.0%
Z.AI GLM 4.5100100100100100100.0%
GPT-4o, Aug. 6th (temp=0)100100100100100100.0%
GPT-4o, May 13th (temp=1)100100100100100100.0%
ByteDance Seed 1.6 Flash100100100100100100.0%
Mistral Medium 3.1100100100100100100.0%
Writer: Palmyra X5100100100100100100.0%
Mistral Large 2100100100100100100.0%
Gemini 2.5 Flash100100100100100100.0%
Hermes 3 405B100100100100100100.0%
GPT-4o Mini (temp=1)100100100100100100.0%
GPT-4o Mini (temp=0)100100100100100100.0%
Gemma 3 12B100100100100100100.0%
Llama 3.1 70B100100100100100100.0%
Gemini 2.5 Flash Lite100100100100100100.0%
Mistral Large100100100100100100.0%
Mistral Small Creative100100100100100100.0%
Ministral 3 14B100100100100100100.0%
Qwen 2.5 72B100100100100100100.0%
Mistral Small 3.2 24B100100100100100100.0%
Arcee AI: Trinity Large (Preview)100100100100100100.0%
Claude 3 Haiku100100100100100100.0%
Ministral 3 8B100100100100100100.0%
Ministral 3 3B100100100100100100.0%
Llama 3.1 8B100100100100100100.0%
Cohere Command R+ (Aug. 2024)100100100100100100.0%
Mistral NeMO100100100100100100.0%
GPT-4.1 Nano100100100100100100.0%
Ministral 8B100100100100100100.0%
WizardLM 2 8x22b100100100100100100.0%
Rocinante 12B100100100100100100.0%
Claude Opus 4.61001001001009999.8%
Claude 3.5 Sonnet1001001001009498.9%
DeepSeek V3.11001001001009398.6%
Gemini 3.1 Pro (Preview)1001001001008997.8%
Hermes 3 70B1001001001008797.5%
Gemini 3 Flash (Preview)1001001001008697.1%
Llama 3.1 Nemotron 70B1001001001008697.1%
Claude Haiku 4.51001001001008196.2%
GPT-5.21001001001008095.9%
DeepSeek V3 (2025-03-24)1001001001007795.3%
GPT-51001001001007294.4%
GPT-4.1 Mini1001001001006693.2%
Z.AI GLM 4.7 Flash1001001001005791.4%
GPT-5 Mini1001001001002885.5%
GPT-4o, May 13th (temp=0)1001001001001683.2%
Gemma 3 27B1001001001001583.1%
GPT-4.1100100100614781.6%
Z.AI GLM 4.6100100100100080.1%
o4 Mini100100100100080.0%
DeepSeek V3.2100100100100080.0%
GPT-4o, Aug. 6th (temp=1)100100100100080.0%
Claude 3.5 Haiku100100100100080.0%
Ministral 3B100100100100080.0%
MoonshotAI: Kimi K2.510010010098079.6%
Gemini 2.5 Pro10010010088077.5%
Arcee AI: Trinity Mini10010076691171.3%
Gemma 3 4B100100100222168.6%
Claude Sonnet 4.610010010031066.2%
GPT-5 Nano887200031.9%
Model # 1 # 2 # 3 # 4 # 5 Avg ▼
Gemini 3.1 Pro (Preview)100100100100100100.0%
GPT-5.1100100100100100100.0%
o4 Mini High100100100100100100.0%
o4 Mini100100100100100100.0%
Minimax M2.5100100100100100100.0%
Grok 4100100100100100100.0%
Claude Sonnet 4.5100100100100100100.0%
ByteDance Seed 1.6100100100100100100.0%
Z.AI GLM 4.7 Flash100100100100100100.0%
DeepSeek V3 (2025-03-24)100100100100100100.0%
Grok 4 Fast100100100100100100.0%
Mistral Large 3100100100100100100.0%
GPT-4o, May 13th (temp=0)100100100100100100.0%
Claude 3.7 Sonnet100100100100100100.0%
Claude Haiku 4.5100100100100100100.0%
Z.AI GLM 4.5100100100100100100.0%
GPT-4o, Aug. 6th (temp=1)100100100100100100.0%
GPT-4o, Aug. 6th (temp=0)100100100100100100.0%
GPT-4o, May 13th (temp=1)100100100100100100.0%
GPT-4.1 Mini100100100100100100.0%
DeepSeek V3.1100100100100100100.0%
Mistral Large 2100100100100100100.0%
Hermes 3 405B100100100100100100.0%
GPT-4o Mini (temp=1)100100100100100100.0%
GPT-4o Mini (temp=0)100100100100100100.0%
Gemma 3 12B100100100100100100.0%
Llama 3.1 70B100100100100100100.0%
Llama 3.1 Nemotron 70B100100100100100100.0%
Mistral Large100100100100100100.0%
Ministral 3 14B100100100100100100.0%
Qwen 2.5 72B100100100100100100.0%
Mistral Small 3.2 24B100100100100100100.0%
Arcee AI: Trinity Large (Preview)100100100100100100.0%
Hermes 3 70B100100100100100100.0%
Claude 3 Haiku100100100100100100.0%
Ministral 3 8B100100100100100100.0%
Arcee AI: Trinity Mini100100100100100100.0%
Llama 3.1 8B100100100100100100.0%
Mistral NeMO100100100100100100.0%
GPT-4.1 Nano100100100100100100.0%
Gemma 3 4B100100100100100100.0%
Ministral 3B100100100100100100.0%
Ministral 8B1001001001009198.3%
Stealth: Aurora Alpha1001001001008997.9%
WizardLM 2 8x22b1001001001008997.8%
Mistral Medium 3.11001001001008997.8%
GPT-5100100100948896.4%
Gemini 3 Flash (Preview)1001001001008096.0%
Grok 4.1 Fast1001001001008095.9%
GPT-4.11001001001007795.5%
GPT-5.2100100100898694.9%
Z.AI GLM 51001001001006392.6%
ByteDance Seed 1.6 Flash1001001001006192.3%
Mistral Small Creative1001001001005991.8%
Gemini 2.5 Pro1001001001004989.8%
DeepSeek V3 (2024-12-26)1001001001004789.5%
Claude Opus 41001001001004789.3%
Gemma 3 27B1001001001003787.3%
Claude Opus 4.5100100100904587.0%
Z.AI GLM 4.7100100100953986.9%
Cohere Command R+ (Aug. 2024)1001001001003286.3%
Gemini 3 Pro (Preview)100100100953285.4%
Claude Sonnet 41001001001002584.9%
Writer: Palmyra X51001001001002484.8%
Rocinante 12B100100100893284.1%
Ministral 3 3B1001001001001983.9%
Claude Sonnet 4.6100100100655183.1%
Qwen 3.5 Plus (2026-02-15)10010089605981.6%
Gemini 2.5 Flash100100100100280.5%
Z.AI GLM 4.6100100100100080.0%
Claude 3.5 Haiku100100100100080.0%
GPT-5 Mini100100100574079.3%
Qwen 3.5 397B A17B100100100672879.1%
Claude Opus 4.61001009691077.3%
Claude 3.5 Sonnet10010010072074.4%
Gemini 2.5 Flash Lite1001008558068.6%
DeepSeek-V2 Chat10010010026065.2%
MoonshotAI: Kimi K2.5100100460049.2%
DeepSeek V3.29483443044.9%
GPT-5 Nano3300006.6%

Novelcrafter Default Prompt

Model # 1 # 2 # 3 # 4 # 5 Avg ▼
Gemini 3.1 Pro (Preview)100100100100100100.0%
o4 Mini High100100100100100100.0%
o4 Mini100100100100100100.0%
Z.AI GLM 4.7100100100100100100.0%
Gemini 3 Pro (Preview)100100100100100100.0%
ByteDance Seed 1.6100100100100100100.0%
DeepSeek V3 (2024-12-26)100100100100100100.0%
GPT-4o, Aug. 6th (temp=0)100100100100100100.0%
Hermes 3 405B100100100100100100.0%
GPT-4o Mini (temp=1)100100100100100100.0%
GPT-4o Mini (temp=0)100100100100100100.0%
Gemma 3 12B100100100100100100.0%
Llama 3.1 70B100100100100100100.0%
Llama 3.1 Nemotron 70B100100100100100100.0%
Qwen 2.5 72B100100100100100100.0%
Mistral Small 3.2 24B100100100100100100.0%
Hermes 3 70B100100100100100100.0%
Claude 3 Haiku100100100100100100.0%
Llama 3.1 8B100100100100100100.0%
Cohere Command R+ (Aug. 2024)100100100100100100.0%
Mistral NeMO100100100100100100.0%
Gemini 3 Flash (Preview)1001001001009999.7%
Stealth: Aurora Alpha1001001001009498.8%
GPT-5.11001001001008897.7%
Qwen 3.5 Plus (2026-02-15)100100100937593.6%
Qwen 3.5 397B A17B1001001001006693.1%
GPT-4o, May 13th (temp=0)1001001001004789.5%
Z.AI GLM 4.7 Flash1001001001001583.0%
Grok 410010097902381.8%
GPT-4o, May 13th (temp=1)100100100100581.0%
Mistral Large 2100100100100280.4%
Grok 4.1 Fast100100100100080.0%
Claude 3.5 Haiku100100100100080.0%
Gemma 3 27B100100100100080.0%
Gemma 3 4B100100100100080.0%
Ministral 8B100100100100080.0%
Rocinante 12B100100100100080.0%
Claude Sonnet 4.6100100100100080.0%
Ministral 3B100100100534178.7%
Z.AI GLM 4.610010010093078.5%
GPT-51001009785076.4%
Claude Opus 4.61001008478072.4%
DeepSeek-V2 Chat10010010062072.3%
Claude Opus 4.510010010059071.8%
GPT-4.110010010051070.2%
Z.AI GLM 4.510010010048069.6%
Z.AI GLM 510010010034066.9%
Ministral 3 14B1001009338066.3%
Gemini 2.5 Pro10010010030065.9%
GPT-5.210010010026065.3%
Claude 3.7 Sonnet10010010012062.4%
Grok 4 Fast1001007932062.2%
Mistral Large1001001007061.5%
Claude Haiku 4.51001001005061.1%
WizardLM 2 8x22b1001001005061.1%
Arcee AI: Trinity Large (Preview)1001001004060.7%
Ministral 3 8B1001005547060.5%
Minimax M2.51001001000060.0%
Claude 3.5 Sonnet1001001000060.0%
Arcee AI: Trinity Mini1001001000060.0%
GPT-4.1 Nano1001001000060.0%
Mistral Small Creative100100910058.1%
DeepSeek V3.11001005117053.5%
DeepSeek V3.2100686020049.5%
Mistral Medium 3.1100100450048.9%
Claude Sonnet 4100100190043.9%
Gemini 2.5 Flash Lite10094100040.8%
GPT-4.1 Mini10010010040.1%
Claude Opus 410010000040.0%
ByteDance Seed 1.6 Flash10010000040.0%
GPT-5 Mini100353121237.7%
GPT-4o, Aug. 6th (temp=1)1003600027.2%
Ministral 3 3B10017152026.9%
Writer: Palmyra X51001900023.8%
DeepSeek V3 (2025-03-24)1001200022.4%
Mistral Large 386000017.2%
Gemini 2.5 Flash54820012.9%
MoonshotAI: Kimi K2.5491000011.6%
Claude Sonnet 4.54600009.2%
GPT-5 Nano000000.0%
Model # 1 # 2 # 3 # 4 # 5 Avg ▼
Gemini 3.1 Pro (Preview)100100100100100100.0%
Qwen 3.5 397B A17B100100100100100100.0%
o4 Mini High100100100100100100.0%
o4 Mini100100100100100100.0%
Z.AI GLM 5100100100100100100.0%
Claude Opus 4100100100100100100.0%
GPT-4o, May 13th (temp=0)100100100100100100.0%
Z.AI GLM 4.5100100100100100100.0%
GPT-4o, Aug. 6th (temp=0)100100100100100100.0%
Claude 3.5 Haiku100100100100100100.0%
Mistral Medium 3.1100100100100100100.0%
GPT-4o Mini (temp=1)100100100100100100.0%
GPT-4o Mini (temp=0)100100100100100100.0%
Llama 3.1 70B100100100100100100.0%
Mistral Large100100100100100100.0%
Qwen 2.5 72B100100100100100100.0%
Mistral Small 3.2 24B100100100100100100.0%
Arcee AI: Trinity Large (Preview)100100100100100100.0%
Claude 3 Haiku100100100100100100.0%
Llama 3.1 8B100100100100100100.0%
Mistral NeMO100100100100100100.0%
Gemma 3 12B1001001001009999.9%
GPT-4.1 Mini1001001001009699.2%
Claude Sonnet 41001001001008897.6%
Gemini 3 Flash (Preview)1001001001008597.0%
Hermes 3 405B1001001001008597.0%
GPT-4o, May 13th (temp=1)1001001001008096.0%
Mistral Small Creative1001001001007494.7%
DeepSeek V3 (2024-12-26)1001001001007093.9%
GPT-5.11001001001007093.9%
Z.AI GLM 4.71001001001005891.6%
Cohere Command R+ (Aug. 2024)100100100857090.9%
Ministral 3 14B100100100766888.8%
DeepSeek V3.11001001001004388.6%
Claude 3.5 Sonnet1001001001003687.2%
Ministral 3 8B1001001001003286.4%
Hermes 3 70B100100100745585.8%
ByteDance Seed 1.61001001001002785.4%
Grok 4100100100636084.6%
Ministral 8B100100100734483.5%
Claude Opus 4.51008080797582.7%
Llama 3.1 Nemotron 70B100100100595181.9%
Claude Sonnet 4.5100100100100080.0%
Grok 4.1 Fast100100100100080.0%
Stealth: Aurora Alpha100100100100080.0%
DeepSeek-V2 Chat100100100100080.0%
GPT-4o, Aug. 6th (temp=1)100100100100080.0%
Rocinante 12B100100100100080.0%
Gemini 3 Pro (Preview)100100100584079.6%
Claude Sonnet 4.61001009896078.8%
GPT-5.210010010092078.5%
Gemini 2.5 Pro10010010090078.1%
Mistral Large 310010010089077.9%
Z.AI GLM 4.610010095741977.7%
Mistral Large 2100100100363574.1%
Gemma 3 4B100100100322571.5%
Minimax M2.510010071382967.5%
Claude Opus 4.610010010027065.5%
ByteDance Seed 1.6 Flash1006657554764.9%
Writer: Palmyra X51001009233064.9%
Grok 4 Fast100988242064.6%
GPT-4.11001001000060.0%
DeepSeek V3 (2025-03-24)1001001000060.0%
Gemini 2.5 Flash1001001000060.0%
Ministral 3 3B1001001000060.0%
Ministral 3B1001001000060.0%
GPT-51001005735459.1%
Gemma 3 27B100928516058.6%
Arcee AI: Trinity Mini100100820056.5%
MoonshotAI: Kimi K2.5100100750054.9%
Qwen 3.5 Plus (2026-02-15)1007646242053.3%
Claude Haiku 4.51001003322051.0%
Claude 3.7 Sonnet1001003812049.9%
Z.AI GLM 4.7 Flash10072669049.3%
WizardLM 2 8x22b10075620047.5%
Gemini 2.5 Flash Lite100100320046.4%
GPT-4.1 Nano100100150043.1%
GPT-5 Mini1007900035.8%
DeepSeek V3.210042300034.4%
GPT-5 Nano000000.0%
Model # 1 # 2 # 3 # 4 # 5 Avg ▼
Gemini 3.1 Pro (Preview)100100100100100100.0%
Qwen 3.5 397B A17B100100100100100100.0%
Claude Opus 4.6100100100100100100.0%
GPT-5.1100100100100100100.0%
o4 Mini High100100100100100100.0%
Claude Opus 4.5100100100100100100.0%
GPT-5100100100100100100.0%
o4 Mini100100100100100100.0%
Z.AI GLM 5100100100100100100.0%
Z.AI GLM 4.7100100100100100100.0%
Gemini 3 Pro (Preview)100100100100100100.0%
Claude Opus 4100100100100100100.0%
Minimax M2.5100100100100100100.0%
Claude Sonnet 4.5100100100100100100.0%
Grok 4.1 Fast100100100100100100.0%
ByteDance Seed 1.6100100100100100100.0%
Z.AI GLM 4.6100100100100100100.0%
Gemini 3 Flash (Preview)100100100100100100.0%
Z.AI GLM 4.7 Flash100100100100100100.0%
Stealth: Aurora Alpha100100100100100100.0%
Qwen 3.5 Plus (2026-02-15)100100100100100100.0%
DeepSeek V3 (2025-03-24)100100100100100100.0%
Claude 3.5 Sonnet100100100100100100.0%
DeepSeek V3 (2024-12-26)100100100100100100.0%
GPT-4o, May 13th (temp=0)100100100100100100.0%
DeepSeek-V2 Chat100100100100100100.0%
DeepSeek V3.2100100100100100100.0%
Claude 3.5 Haiku100100100100100100.0%
ByteDance Seed 1.6 Flash100100100100100100.0%
Mistral Medium 3.1100100100100100100.0%
DeepSeek V3.1100100100100100100.0%
Mistral Large 2100100100100100100.0%
Hermes 3 405B100100100100100100.0%
GPT-4o Mini (temp=1)100100100100100100.0%
GPT-4o Mini (temp=0)100100100100100100.0%
Gemma 3 12B100100100100100100.0%
Llama 3.1 70B100100100100100100.0%
Gemini 2.5 Flash Lite100100100100100100.0%
Mistral Large100100100100100100.0%
Gemma 3 27B100100100100100100.0%
Mistral Small Creative100100100100100100.0%
Ministral 3 14B100100100100100100.0%
Qwen 2.5 72B100100100100100100.0%
Mistral Small 3.2 24B100100100100100100.0%
Arcee AI: Trinity Large (Preview)100100100100100100.0%
Hermes 3 70B100100100100100100.0%
Claude 3 Haiku100100100100100100.0%
Ministral 3 8B100100100100100100.0%
Ministral 3 3B100100100100100100.0%
Llama 3.1 8B100100100100100100.0%
Cohere Command R+ (Aug. 2024)100100100100100100.0%
GPT-4.1 Nano100100100100100100.0%
Ministral 8B100100100100100100.0%
Rocinante 12B100100100100100100.0%
Llama 3.1 Nemotron 70B1001001001009999.8%
GPT-4.1 Mini100100100999899.4%
GPT-5 Mini1001001001009598.9%
Mistral NeMO1001001001009598.9%
GPT-4o, Aug. 6th (temp=0)1001001001009398.7%
Gemini 2.5 Flash1001001001009097.9%
GPT-5.21001001001008697.3%
Grok 41001001001008597.1%
WizardLM 2 8x22b1001001001007394.5%
Ministral 3B1001001001006593.0%
Mistral Large 3100100100947092.8%
Claude 3.7 Sonnet1001001001005190.3%
Gemini 2.5 Pro1001001001005090.1%
Gemma 3 4B1001001001004087.9%
MoonshotAI: Kimi K2.5100100100914887.9%
GPT-4.11001001001003787.3%
Writer: Palmyra X51001001001002985.9%
Grok 4 Fast100100100625583.3%
GPT-4o, Aug. 6th (temp=1)1001001001001583.1%
Claude Sonnet 4.61001001001001382.5%
Claude Sonnet 4100100100100380.6%
Z.AI GLM 4.5100100100100080.0%
GPT-4o, May 13th (temp=1)100100100100080.0%
Arcee AI: Trinity Mini10010010082076.4%
Claude Haiku 4.510010057433667.1%
GPT-5 Nano472700014.9%
Model # 1 # 2 # 3 # 4 # 5 Avg ▼
Gemini 3.1 Pro (Preview)100100100100100100.0%
Qwen 3.5 397B A17B100100100100100100.0%
o4 Mini High100100100100100100.0%
o4 Mini100100100100100100.0%
Z.AI GLM 5100100100100100100.0%
Z.AI GLM 4.7100100100100100100.0%
Gemini 3 Pro (Preview)100100100100100100.0%
Minimax M2.5100100100100100100.0%
Claude Sonnet 4100100100100100100.0%
Claude Sonnet 4.5100100100100100100.0%
Grok 4.1 Fast100100100100100100.0%
ByteDance Seed 1.6100100100100100100.0%
Z.AI GLM 4.6100100100100100100.0%
Gemini 3 Flash (Preview)100100100100100100.0%
DeepSeek V3 (2025-03-24)100100100100100100.0%
DeepSeek V3 (2024-12-26)100100100100100100.0%
Mistral Large 3100100100100100100.0%
GPT-4o, May 13th (temp=0)100100100100100100.0%
DeepSeek-V2 Chat100100100100100100.0%
Claude Haiku 4.5100100100100100100.0%
GPT-4o, Aug. 6th (temp=1)100100100100100100.0%
GPT-4o, Aug. 6th (temp=0)100100100100100100.0%
ByteDance Seed 1.6 Flash100100100100100100.0%
DeepSeek V3.1100100100100100100.0%
Mistral Large 2100100100100100100.0%
Hermes 3 405B100100100100100100.0%
GPT-4o Mini (temp=0)100100100100100100.0%
Llama 3.1 Nemotron 70B100100100100100100.0%
Mistral Large100100100100100100.0%
Ministral 3 14B100100100100100100.0%
Qwen 2.5 72B100100100100100100.0%
Mistral Small 3.2 24B100100100100100100.0%
Claude 3 Haiku100100100100100100.0%
Arcee AI: Trinity Mini100100100100100100.0%
Ministral 3 3B100100100100100100.0%
Llama 3.1 8B100100100100100100.0%
Cohere Command R+ (Aug. 2024)100100100100100100.0%
Rocinante 12B100100100100100100.0%
Gemini 2.5 Pro1001001001009899.6%
Z.AI GLM 4.51001001001009899.6%
Claude Opus 4.51001001001009799.3%
Hermes 3 70B1001001001009599.1%
GPT-4o, May 13th (temp=1)1001001001009599.0%
GPT-5.11001001001009398.7%
Claude Opus 41001001001008997.8%
Stealth: Aurora Alpha1001001001008897.7%
GPT-4.1 Mini1001001001008797.3%
Ministral 3B1001001001008596.9%
Ministral 8B1001001001008396.7%
GPT-5 Mini1001001001008096.0%
Mistral Medium 3.11001001001007494.9%
GPT-5.21001001001007494.9%
Arcee AI: Trinity Large (Preview)1001001001006492.9%
Gemma 3 4B1001001001006492.8%
Llama 3.1 70B1001001001006292.4%
Gemini 2.5 Flash Lite1001001001005290.5%
Claude 3.7 Sonnet1001001001005190.1%
WizardLM 2 8x22b1001001001004889.7%
GPT-4.1 Nano100100100963185.3%
Claude 3.5 Sonnet100100100635483.3%
GPT-4o Mini (temp=1)1001001001001382.7%
GPT-5100100100921581.5%
Z.AI GLM 4.7 Flash100100100100080.0%
Gemma 3 12B100100100100080.0%
Writer: Palmyra X510010010095079.0%
Claude Opus 4.610010090564678.2%
Ministral 3 8B100100100413976.0%
DeepSeek V3.210010010077075.5%
MoonshotAI: Kimi K2.5100100100541373.5%
Qwen 3.5 Plus (2026-02-15)10010010066073.2%
Mistral NeMO10010010054070.8%
Grok 4917371643566.7%
Gemini 2.5 Flash1001008331062.8%
GPT-4.110010010014062.7%
Gemma 3 27B1001008718060.8%
Claude Sonnet 4.61001001000060.0%
Claude 3.5 Haiku1001001000060.0%
Mistral Small Creative100100950058.9%
Grok 4 Fast1005600031.3%
GPT-5 Nano600001.3%
Model # 1 # 2 # 3 # 4 # 5 Avg ▼
Gemini 3.1 Pro (Preview)100100100100100100.0%
Qwen 3.5 397B A17B100100100100100100.0%
GPT-5 Mini100100100100100100.0%
GPT-5.1100100100100100100.0%
o4 Mini High100100100100100100.0%
Claude Opus 4.5100100100100100100.0%
GPT-5100100100100100100.0%
o4 Mini100100100100100100.0%
Z.AI GLM 5100100100100100100.0%
GPT-5.2100100100100100100.0%
Z.AI GLM 4.7100100100100100100.0%
Gemini 3 Pro (Preview)100100100100100100.0%
Claude Opus 4100100100100100100.0%
Minimax M2.5100100100100100100.0%
Grok 4100100100100100100.0%
Claude Sonnet 4.6100100100100100100.0%
Claude Sonnet 4.5100100100100100100.0%
Grok 4.1 Fast100100100100100100.0%
ByteDance Seed 1.6100100100100100100.0%
Z.AI GLM 4.6100100100100100100.0%
Gemini 3 Flash (Preview)100100100100100100.0%
Z.AI GLM 4.7 Flash100100100100100100.0%
Stealth: Aurora Alpha100100100100100100.0%
Qwen 3.5 Plus (2026-02-15)100100100100100100.0%
Claude 3.5 Sonnet100100100100100100.0%
DeepSeek V3 (2024-12-26)100100100100100100.0%
GPT-4o, May 13th (temp=0)100100100100100100.0%
Claude 3.7 Sonnet100100100100100100.0%
Claude Haiku 4.5100100100100100100.0%
DeepSeek V3.2100100100100100100.0%
Z.AI GLM 4.5100100100100100100.0%
GPT-4o, Aug. 6th (temp=1)100100100100100100.0%
Claude 3.5 Haiku100100100100100100.0%
ByteDance Seed 1.6 Flash100100100100100100.0%
Mistral Medium 3.1100100100100100100.0%
Mistral Large 2100100100100100100.0%
Hermes 3 405B100100100100100100.0%
GPT-4o Mini (temp=1)100100100100100100.0%
GPT-4o Mini (temp=0)100100100100100100.0%
Gemma 3 12B100100100100100100.0%
Llama 3.1 70B100100100100100100.0%
Llama 3.1 Nemotron 70B100100100100100100.0%
Gemma 3 27B100100100100100100.0%
Mistral Small Creative100100100100100100.0%
Qwen 2.5 72B100100100100100100.0%
Mistral Small 3.2 24B100100100100100100.0%
Arcee AI: Trinity Large (Preview)100100100100100100.0%
Hermes 3 70B100100100100100100.0%
Claude 3 Haiku100100100100100100.0%
Ministral 3 3B100100100100100100.0%
Llama 3.1 8B100100100100100100.0%
Cohere Command R+ (Aug. 2024)100100100100100100.0%
GPT-4.1 Nano100100100100100100.0%
Ministral 8B100100100100100100.0%
WizardLM 2 8x22b100100100100100100.0%
Ministral 3B100100100100100100.0%
Claude Sonnet 41001001001009799.3%
GPT-4o, Aug. 6th (temp=0)1001001001009498.8%
DeepSeek V3.11001001001009097.9%
DeepSeek V3 (2025-03-24)1001001001008997.9%
Mistral NeMO1001001001008597.0%
Mistral Large1001001001008596.9%
Ministral 3 8B1001001001008496.8%
GPT-4o, May 13th (temp=1)1001001001007595.0%
Gemini 2.5 Flash1001001001007294.4%
GPT-4.1 Mini1001001001007194.3%
GPT-4.11001001001006292.3%
Ministral 3 14B1001001001005490.8%
Gemini 2.5 Pro1001001001004889.7%
Claude Opus 4.61001001001004088.0%
Mistral Large 31001001001003186.2%
Writer: Palmyra X51001001001003186.1%
Grok 4 Fast1001001001002785.3%
DeepSeek-V2 Chat100100100100080.0%
Gemini 2.5 Flash Lite100100100100080.0%
Rocinante 12B100100100100080.0%
Arcee AI: Trinity Mini100100100731778.1%
MoonshotAI: Kimi K2.5100100100662377.9%
Gemma 3 4B100100100282771.1%
GPT-5 Nano6725130021.1%
Model # 1 # 2 # 3 # 4 # 5 Avg ▼
Gemini 3.1 Pro (Preview)100100100100100100.0%
Qwen 3.5 397B A17B100100100100100100.0%
GPT-5 Mini100100100100100100.0%
o4 Mini High100100100100100100.0%
Claude Opus 4.5100100100100100100.0%
GPT-5100100100100100100.0%
o4 Mini100100100100100100.0%
GPT-5.2100100100100100100.0%
Z.AI GLM 4.7100100100100100100.0%
Minimax M2.5100100100100100100.0%
Grok 4.1 Fast100100100100100100.0%
ByteDance Seed 1.6100100100100100100.0%
Z.AI GLM 4.6100100100100100100.0%
GPT-4.1100100100100100100.0%
Stealth: Aurora Alpha100100100100100100.0%
DeepSeek V3 (2025-03-24)100100100100100100.0%
Grok 4 Fast100100100100100100.0%
DeepSeek V3 (2024-12-26)100100100100100100.0%
Mistral Large 3100100100100100100.0%
GPT-4o, May 13th (temp=0)100100100100100100.0%
DeepSeek-V2 Chat100100100100100100.0%
Claude Haiku 4.5100100100100100100.0%
Z.AI GLM 4.5100100100100100100.0%
GPT-4o, Aug. 6th (temp=1)100100100100100100.0%
GPT-4o, Aug. 6th (temp=0)100100100100100100.0%
Claude 3.5 Haiku100100100100100100.0%
GPT-4.1 Mini100100100100100100.0%
Mistral Medium 3.1100100100100100100.0%
Writer: Palmyra X5100100100100100100.0%
Mistral Large 2100100100100100100.0%
Hermes 3 405B100100100100100100.0%
GPT-4o Mini (temp=0)100100100100100100.0%
Gemma 3 12B100100100100100100.0%
Llama 3.1 70B100100100100100100.0%
Mistral Large100100100100100100.0%
Gemma 3 27B100100100100100100.0%
Qwen 2.5 72B100100100100100100.0%
Mistral Small 3.2 24B100100100100100100.0%
Arcee AI: Trinity Large (Preview)100100100100100100.0%
Hermes 3 70B100100100100100100.0%
Claude 3 Haiku100100100100100100.0%
Ministral 3 8B100100100100100100.0%
Ministral 3 3B100100100100100100.0%
Llama 3.1 8B100100100100100100.0%
Cohere Command R+ (Aug. 2024)100100100100100100.0%
Mistral NeMO100100100100100100.0%
GPT-4.1 Nano100100100100100100.0%
Gemma 3 4B100100100100100100.0%
Ministral 8B100100100100100100.0%
Ministral 3B100100100100100100.0%
Rocinante 12B100100100100100100.0%
Grok 41001001001009999.7%
Claude Sonnet 41001001001009799.4%
GPT-4o, May 13th (temp=1)1001001001009398.5%
DeepSeek V3.11001001001009398.5%
Qwen 3.5 Plus (2026-02-15)1001001001009398.5%
WizardLM 2 8x22b1001001001009298.4%
Gemini 3 Pro (Preview)1001001001009198.2%
Gemini 3 Flash (Preview)1001001001008997.8%
Gemini 2.5 Flash Lite1001001001008697.2%
Claude Opus 41001001001007695.2%
Llama 3.1 Nemotron 70B1001001001006893.6%
GPT-5.11001001001006893.5%
Z.AI GLM 51001001001006693.3%
Claude Sonnet 4.5100100100996192.1%
Gemini 2.5 Flash1001001001004889.5%
Z.AI GLM 4.7 Flash1001001001004488.8%
MoonshotAI: Kimi K2.51001001001003386.6%
Claude 3.5 Sonnet1001001001002284.5%
GPT-4o Mini (temp=1)1001001001001883.6%
ByteDance Seed 1.6 Flash1001001001001382.7%
Gemini 2.5 Pro100100100100581.0%
Claude Sonnet 4.6100100100100380.6%
Mistral Small Creative100100100901180.4%
Ministral 3 14B10010010095079.1%
GPT-5 Nano1001008873072.3%
Arcee AI: Trinity Mini10010077661471.3%
Claude 3.7 Sonnet10010010049069.9%
Claude Opus 4.61009690331166.1%
DeepSeek V3.2100100490049.8%